Time-varying Extremum Graphs
Somenath Das, Raghavendra Sridharamurthy, and Vijay Natarajan.Computer Graphics Forum, 43(6), 2024, e15162.
[Wiley Online Library link]
Abstract
We introduce time-varying extremum graph (TVEG), a topological structure to support visualization and analysis of a time-varying scalar field. The extremum graph is a substructure of the Morse-Smale complex. It captures the adjacency relationship between cells in the Morse decomposition of a scalar field. We define the TVEG as a time-varying extension of the extremum graph and demonstrate how it captures salient feature tracks within a dynamic scalar field. We formulate the construction of the TVEG as an optimization problem and describe an algorithm for computing the graph. We also demonstrate the capabilities of TVEG towards identification and exploration of topological events such as deletion, generation, split, and merge within a dynamic scalar field via comprehensive case studies including a viscous fingers and a 3D von Kármán vortex street dataset.[PDF]
Supplementary Material:
- Supplementary material for "Time-varying Extremum Graphs" (Download)